Bayesian inference of a queueing system with short- or long-tailed distributions based on Hamiltonian Monte Carlo

Pub Date : 2024-03-21 DOI:10.1080/03610918.2024.2330709
Eman Ahmed Alawamy, Liu Yuanyuan, Yiqiang Q. Zhao
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Abstract

In this paper, we deal with a Bayesian inference method for estimating the parameters of the queueing system with short- or long-tailed distributions based on the No-U-Turn Sampler (NUTS), a recent...
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基于汉密尔顿蒙特卡洛的短尾或长尾分布队列系统的贝叶斯推理
本文讨论了一种贝叶斯推理方法,该方法基于无转向采样器(NUTS)来估计具有短尾或长尾分布的排队系统参数。
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